Pith Number

pith:DQIO6QPL

pith:2025:DQIO6QPLWQ6IDE4OA7CJQZN3FP

not attested not anchored not stored refs pending

Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study

Johan Rodriguez, Manuel Mosquera, Melissa Robles, Ruben Manrique

arxiv:2508.19481 v1 · 2025-08-26 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{DQIO6QPLWQ6IDE4OA7CJQZN3FP}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation

Receipt and verification

First computed	2026-07-05T12:00:12.267629Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c10ef41ebb43c81938e07c49865bb2bff2d3f1323521c4debf4c8625833d121

Aliases

arxiv: 2508.19481 · arxiv_version: 2508.19481v1 · doi: 10.48550/arxiv.2508.19481 · pith_short_12: DQIO6QPLWQ6I · pith_short_16: DQIO6QPLWQ6IDE4O · pith_short_8: DQIO6QPL

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/DQIO6QPLWQ6IDE4OA7CJQZN3FP \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1c10ef41ebb43c81938e07c49865bb2bff2d3f1323521c4debf4c8625833d121

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d880bd6387b95b2964b7f7081ecf2e67faf6920a479a4ff46eebc3da0f36345",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-26T23:50:55Z",
    "title_canon_sha256": "c18e14e2e193194bf1d82ee4590e802b1f1ccf66be38d340b92290644bb45989"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.19481",
    "kind": "arxiv",
    "version": 1
  }
}